Publications

We not only work independently but also collaborate closely with individuals from academia to advance our research.

*Participant name in bold works at KRAFTON

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Online Agent-as-a-Judge: Situation-Generating Evaluation for Interactive Agents

Hyogon Ryu, Jeonghwan Kim, Yewon Lim, Chaeun Lee, Jeongwook Kim, Donghoon Ham

Language Model ICML 2026 Workshop

AgentVidBench: A Multi-Hop Video Question Answering Benchmark for Evaluating MLLM Agents

Junhyuck Kim, Jihun Yun, Haechan Kim, Gyeongman Kim, Joonghyun Bae, Jaewoong Cho

Language Model ICML 2026 Workshop

Pruning and Distilling Mixture-of-Experts into Dense Language Models

Junhyuck Kim, Jihun Yun, Haechan Kim, Gyeongman Kim, Joonghyun Bae, Jaewoong Cho

Language Model ICML 2026 Workshop

Uniform Spectral Growth under Factor-wise Muon Orthogonalization in Matrix Factorization and LoRA

Changmin Kang*, Jihun Yun*, Baekrok Shin, Yeseul Cho, Chulhee Yun

Theoretical ICML 2026 Workshop

AMUSE: Anytime Muon with Stable Gradient Evaluation

Jueun Kim*, Baekrok Shin*, Jihun Yun, Beomhan Baek, Minhak Song, Chulhee Yun

Theoretical ICML 2026 Workshop

RoDAC: A Robust Data-centric Anti-Cheat Framework for Fair Online Competitive Gaming

Minsu Kim, Junwoo Park, Chanho Lee, Gibum Seo, Steven Euijong Whang, Hyuck Lee

Data-centric AI KDD 2026

FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control

Donghu Kim, Youngdo Lee, Minho Park, Kinam Kim, I Made Aswin Nahendra, Takuma Seno, Sehee Min, Daniel Palenicek, Florian Vogt, Danica Kragic, Jan Peters, Jaegul Choo, Hojoon Lee

Reinforcement Learning RSS 2026

Identifiable Token Correspondence for World Models

Youngin Kim, Ray Sun, Inho Kim, Bumsoo Park, Hyun Oh Song

Language Model ICML 2026

RoDAC: A Robust Data-centric Anti-Cheat Framework for Fair Online Competitive Gaming

Quanliang Liu, Jungtaek Kim, Kangwook Lee, Hyunseok Oh

Multi-modal Learning arXiv

Convex Distance Operator Transport: Convex and Geometry-Preserving Formulation

Junhyoung Chung, Euijong Song, Won Hwa Kim, Gunwoong Park

Theoretical ICML 2026